A Two-Stage Beamforming and Diffusion-Based Refiner System for 3D Speech Enhancement

Speech enhancement in 3D reverberant environments is a challenging and significant problem for many downstream applications, such as speech recognition, speaker identification, and audio analysis. Existing deep neural network models have shown efficacy for 3D speech enhancement tasks, but they often...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Circuits, systems, and signal processing systems, and signal processing, 2024-07, Vol.43 (7), p.4369-4389
Hauptverfasser:	Chen, Feilong, Lin, Wenmo, Sun, Chengli, Guo, Qiaosheng
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Beamforming Circuits and Systems Effectiveness Electrical Engineering Electronics and Microelectronics Engineering Instrumentation Robustness Signal,Image and Speech Processing Spatial filtering Speech Speech processing Speech recognition
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!